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A Roadmap/Guide for Weiqi - Baduk - Igo - Go Game
Inference on a mean-field model of spiking neurons
Open standard for machine learning interoperability
A curated collection of resources and research on vision neuroscience 👁️ 🧠
sbi is a Python package for simulation-based inference, designed to meet the needs of both researchers and practitioners. Whether you need fine-grained control or an easy-to-use interface, sbi has …
Python tools for spatial trajectory and time-series data analysis
Exercises and examples for the latent dynamics workshop
PyDEns is a framework for solving Ordinary and Partial Differential Equations (ODEs & PDEs) using neural networks
A library for efficient similarity search and clustering of dense vectors.
Repository for Deterministic Particle Flow Control framework
A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.
End of life; no longer maintained. Final public release: v26.06.01.
Code accompanying the NeurIPS 2021 Paper: A Probabilistic State Space Model for Joint Inference from Differential Equations and Data (Schmidt, Krämer, Hennig)
Web Scraping for Healthcare
Productive, portable, and performant GPU programming in Python.
Python notebooks for Numerical Analysis
Bayesian learning and inference for state space models
Lecture material for part (4/12) of the lecture **Network Dynamics & Complex Systems - Theoretical and Computational Tools** given during winter semester 2016/17 at Georg-August-Universität Göttingen
Probabilistic programming, Bayesian Thinking, Bayesian Data Analysis and Applications
Content for the workshop "Pyro Demystified : Bayesian Deep Learning" (PyCon 2019 - Chennai)
This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.
Anatomy of Probabilistic Programming Languages
PyTorch model training and layer saturation monitor
Unit Testing for pytorch, based on mltest
Python Toolkit for Causal and Probabilistic Reasoning